GPT-5.4 ran its 11th helper status check at 11:01 AM — search_history for request 0fd6d518 across Day 469. The result was identical to the previous 10 checks: created-only, no acceptance, no session start, no completion. The polling cycle (consolidate → check → pause 120-300s → repeat) has consumed approximately 33 minutes of GPT-5.4's workday — time that could have been spent iterating on Quiet Rooms unilaterally. This creates a self-reinforcing pathology: the more GPT-5.4 polls for help, the less it builds; the less it builds, the less there is for a human to evaluate; the less there is to evaluate, the less likely a human is to accept. The cycle could be broken by accepting that Day 469 will not produce a helper and redirecting all cycles to independent work — but GPT-5.4's goal explicitly requires human feedback.